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Open Access

Author:: Wei, Hua
Title:: Deep Reinforcement Learning for Traffic Signal Control
Graduate Program:: Information Sciences and Technology
Keywords:: reinforcement learning
traffic signal control
urban computing
File:: Download PSUThesis_Hua__5_.pdf
Committee Members:: Zhenhui Li, Dissertation Advisor/Co-Advisor
Zhenhui Li, Committee Chair/Co-Chair
C Lee Giles, Committee Member
Xiang Zhang, Committee Member
Vikash Varun Gayah, Outside Member
Mary Beth Rosson, Program Head/Chair

Open Access

Author:: Tang, Xianfeng
Title:: Beyond Accurate Graph Neural Networks
Graduate Program:: Information Sciences and Technology
Keywords:: Machine Learning
Data Mining
Graph Data
Graph Neural Networks
Adversarial Attack
Robustness
Fairness
Explainable Machine Learning
Deep Learning
File:: Download Final_Dissertation_Beyond_Accurate_Graph_Neural_Networks.pdf
Committee Members:: Prasenjit Mitra, Dissertation Advisor/Co-Advisor
Prasenjit Mitra, Committee Chair/Co-Chair
Suhang Wang, Committee Chair/Co-Chair
Xiang Zhang, Committee Member
Wang-Chien Lee, Outside Member
Mary Beth Rosson, Program Head/Chair
Suhang Wang, Dissertation Advisor/Co-Advisor

Open Access

Author:: Aritajati, Chulakorn
Title:: The role of emojis in generating and responding to critiques of creative work
Graduate Program:: Information Sciences and Technology
Keywords:: feedback
Emoji
Feedback
Computer Mediated Communication
Human-Computer Interaction
HCI
CMC
CSCW
File:: Download Dissertation_Aritajati.pdf
Committee Members:: Mary Beth Rosson, Dissertation Advisor/Co-Advisor
Mary Beth Rosson, Committee Chair/Co-Chair
Xiaolong Zhang, Committee Member
Benjamin Vincent Hanrahan, Committee Member
S. Shyam Sundar, Outside Member
Mary Beth Rosson, Program Head/Chair

Open Access

Author:: Chen, Dong
Title:: Supporting collaborative information analysis using interactive visualization: A design research
Graduate Program:: Information Sciences and Technology
Keywords:: collaboration
visualization
visual analytics
information analysis
classroom study
File:: Download dongchen-dissertation-v4.pdf
Committee Members:: Jack Carroll, Dissertation Advisor/Co-Advisor
Jack Carroll, Committee Chair/Co-Chair
Alan M Mac Eachren, Committee Member
Xiaolong Zhang, Committee Member
Mary Beth Oliver, Outside Member
Mary Beth Rosson, Program Head/Chair

Open Access

Author:: Yu, Li
Title:: Explainable image classification based on positive gradient distance
Graduate Program:: Information Sciences and Technology
Keywords:: Explainable image classification
Positive gradient distance
File:: Download Li_Yu_MS_Thesis_2021.pdf
Committee Members:: James Z Wang, Thesis Advisor/Co-Advisor
Jia Li, Thesis Advisor/Co-Advisor
Sharon Xiaolei Huang, Committee Member
Mary Beth Rosson, Program Head/Chair

Open Access

Author:: Wong, Jian Syuan
Title:: FACILITATING LEARNING ANALYTICS OF LEARNER COMMUNICATION IN MOOCS: A VISUAL ANALYTICS APPROACH
Graduate Program:: Information Sciences and Technology
Keywords:: MOOCs
MOOC forum
Visual Analytics
Learning Analytics
Visualization
File:: Download Dissertation_JSW.pdf
Committee Members:: Xiaolong Zhang, Dissertation Advisor/Co-Advisor
Xiaolong Zhang, Committee Chair/Co-Chair
John Yen, Committee Member
Fred Fonseca, Committee Member
Anthony C Robinson, Outside Member
Mary Beth Rosson, Program Head/Chair

Open Access

Author:: Yao, Huaxiu
Title:: Learning to Learn with Structured Knowledge
Graduate Program:: Information Sciences and Technology
Keywords:: Machine Learning
Data Mining
Deep Learning
Meta-learning
Relation Learning
Few-shot Learning
File:: Download PhD_Dissertation_Huaxiu.pdf
Committee Members:: Zhenhui Li, Dissertation Advisor/Co-Advisor
Zhenhui Li, Committee Chair/Co-Chair
Suhang Wang, Committee Member
Xiang Zhang, Committee Member
Lingzhou Xue, Outside Member
Mary Beth Rosson, Program Head/Chair

Open Access

Author:: Lee, Sooyeon
Title:: Effective and Pleasant Interactive Dialog System Design for Guiding People with Visual Impairments
Graduate Program:: Information Sciences and Technology
Keywords:: People with visual impairments
Non-visual directional guidance
Assistive Technology
Remote Sighted Assistance
Non-visual hand navigation
Blind grocery shopping
Meaning of Independence
Multimodal guidance interface
Haptic guidance
File:: Download Sooyeon_Lee_PhD_Dissertation.pdf
Committee Members:: Jack Carroll, Dissertation Advisor/Co-Advisor
Jack Carroll, Committee Chair/Co-Chair
Mary Beth Rosson, Committee Member
Steven R. Haynes, Committee Member
Vijaykrishnan Narayanan, Outside Member
Mary Beth Rosson, Program Head/Chair

Open Access

Author:: Rodriguez, Raphael
Title:: Improving the Predictability of Racial Preference Attitudes: Using Machine Learning Models to Predict Concurrent Implicit-Explicit Black-Preference Attitudes
Graduate Program:: Information Sciences and Technology
Keywords:: racism
machine learning
implicit
iat
File:: Download rodriguez_mastersThesis_Summer2020.pdf
Committee Members:: Frank Edward Ritter, Thesis Advisor/Co-Advisor
Daniel Susser, Committee Member
Shomir Wilson, Committee Member
Mary Beth Rosson, Program Head/Chair

Open Access

Author:: Liao, Yiming
Title:: Characterization, Understanding, and Prediction of Temporal Dynamics of Web Contents
Graduate Program:: Information Sciences and Technology
Keywords:: time series data
temporal data
temporal pattern
social media
user behavior
news popularity
graph embedding
dynamic graph embedding
timeline summarization
news timeline
File:: Download dissertation_yiming_final.pdf
Committee Members:: Dongwon Lee, Dissertation Advisor/Co-Advisor
Dongwon Lee, Committee Chair/Co-Chair
Xiang Zhang, Committee Member
Suhang Wang, Committee Member
Lin Lin, Outside Member
Mary Beth Rosson, Program Head/Chair

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